Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "147" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 111 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 109 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459928 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.417344 | -1.311804 | 0.880841 | 2.165860 | -1.235900 | -0.475097 | -0.061157 | 0.830167 | 0.6519 | 0.6616 | 0.3861 | nan | nan |
| 2459927 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.498103 | -0.939615 | 1.212027 | 1.970710 | 6.335657 | 0.901712 | 1.146609 | 1.131944 | 0.6052 | 0.6077 | 0.3298 | nan | nan |
| 2459926 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 191.278813 | 191.883117 | inf | inf | 1540.619194 | 1556.335592 | 287.430008 | 294.025822 | nan | nan | nan | nan | nan |
| 2459925 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 133.805114 | 111.207095 | inf | inf | 4691.479732 | 4566.041017 | 332.904250 | 346.387259 | nan | nan | nan | nan | nan |
| 2459924 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 154.055756 | 148.193841 | inf | inf | 3946.099201 | 3825.296561 | 3013.305514 | 3105.088515 | nan | nan | nan | nan | nan |
| 2459923 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459922 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.598331 | -1.592979 | 0.433635 | 1.606519 | -0.344495 | -0.626202 | -0.143606 | 0.910388 | 0.6626 | 0.6773 | 0.3987 | nan | nan |
| 2459921 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459920 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.615723 | -1.648688 | 0.710022 | 1.744490 | -0.259812 | 0.011732 | -0.171114 | 0.241752 | 0.6543 | 0.6660 | 0.4195 | nan | nan |
| 2459919 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.174977 | -1.299694 | 1.011343 | 1.922570 | -0.434850 | 0.326063 | -0.225758 | -0.280361 | 0.6618 | 0.6767 | 0.3861 | nan | nan |
| 2459918 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.339542 | -1.389578 | 0.953224 | 1.798847 | 0.294866 | -0.145530 | -0.206639 | -0.394086 | 0.6740 | 0.6906 | 0.3952 | nan | nan |
| 2459917 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.685487 | -1.768477 | 1.059820 | 2.100435 | 2.199205 | -1.071286 | -0.282331 | -0.045469 | 0.7046 | 0.7222 | 0.4525 | nan | nan |
| 2459916 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.315528 | -1.293088 | 1.334148 | 1.841303 | 1.778029 | -0.069103 | -0.000796 | -0.274081 | 0.6682 | 0.6905 | 0.3980 | nan | nan |
| 2459915 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 243.210684 | 243.169219 | inf | inf | 2172.825036 | 2234.193457 | 5311.001690 | 5578.342693 | nan | nan | nan | nan | nan |
| 2459914 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.911401 | -1.675566 | 1.012349 | 2.187148 | -0.411308 | -0.266404 | 1.195076 | 1.648942 | 0.7372 | 0.7483 | 0.2964 | nan | nan |
| 2459913 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.576445 | -1.177351 | 1.328448 | 1.908764 | -0.398737 | -0.302636 | 4.487421 | 0.774618 | 0.6915 | 0.6938 | 0.3971 | nan | nan |
| 2459912 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.678282 | -1.141318 | 0.930082 | 1.863671 | 0.326325 | -0.251324 | 2.566810 | 0.860437 | 0.6645 | 0.6861 | 0.3996 | nan | nan |
| 2459911 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.615828 | -1.211703 | 0.865159 | 1.807929 | -0.131778 | -0.108914 | -0.344822 | -0.352601 | 0.6648 | 0.6863 | 0.4035 | nan | nan |
| 2459910 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.569077 | -1.180514 | 0.915550 | 1.755525 | 0.585779 | -0.206112 | -0.413450 | -0.709608 | 0.6678 | 0.6884 | 0.4004 | nan | nan |
| 2459909 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.534984 | -1.199364 | 0.838551 | 1.758102 | 0.608371 | -0.032189 | -0.051299 | 0.025653 | 0.6674 | 0.6883 | 0.3984 | nan | nan |
| 2459908 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.488377 | -1.273856 | 0.923987 | 1.750845 | 1.223818 | -0.015058 | -0.128605 | -0.281285 | 0.6714 | 0.6957 | 0.3978 | nan | nan |
| 2459907 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.493858 | -1.121875 | 1.005170 | 1.832248 | 2.829710 | -0.105298 | -0.186106 | -0.054047 | 0.6703 | 0.6940 | 0.3936 | nan | nan |
| 2459906 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.592603 | -1.236073 | 0.926636 | 1.805597 | 1.668541 | -0.280210 | -0.165598 | 0.252272 | 0.6627 | 0.6857 | 0.3935 | nan | nan |
| 2459905 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.386681 | -1.195208 | 0.903758 | 1.780237 | 1.053585 | -0.642260 | -0.102939 | -0.043435 | 0.6535 | 0.6821 | 0.4010 | nan | nan |
| 2459904 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.513896 | -1.270654 | 0.978781 | 2.006568 | 0.153421 | -0.596320 | 0.344766 | 0.477350 | 0.6568 | 0.6830 | 0.3934 | nan | nan |
| 2459903 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.589788 | -1.329501 | 1.270964 | 1.920601 | 3.124719 | -0.344765 | 0.406982 | 0.025435 | 0.6613 | 0.6856 | 0.3970 | nan | nan |
| 2459902 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.541523 | -1.373015 | 1.314854 | 1.843077 | 2.651935 | -0.504468 | -0.042383 | -0.210218 | 0.6681 | 0.6865 | 0.3886 | nan | nan |
| 2459901 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.759107 | -1.417597 | 1.272931 | 1.836536 | 5.067840 | -0.504956 | -0.029340 | -0.014934 | 0.6611 | 0.6788 | 0.4029 | nan | nan |
| 2459900 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.693985 | -1.347146 | 1.106279 | 1.869244 | 2.355655 | -0.174602 | -0.141831 | 0.045572 | 0.6212 | 0.6504 | 0.3346 | nan | nan |
| 2459898 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.805801 | -1.392291 | 1.076907 | 1.783629 | 2.317238 | -0.472850 | 0.304036 | 0.002536 | 0.6683 | 0.6873 | 0.3941 | nan | nan |
| 2459897 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.858386 | -1.273111 | 0.828951 | 1.892670 | 1.361206 | -0.398488 | -0.004403 | -0.165935 | 0.6726 | 0.6867 | 0.3878 | nan | nan |
| 2459896 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.773974 | -1.469977 | 1.102664 | 1.789936 | 5.591261 | -0.490255 | -0.069202 | -0.235391 | 0.6735 | 0.6897 | 0.3871 | nan | nan |
| 2459895 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 224.925303 | 225.068408 | inf | inf | 5576.974809 | 5526.196934 | 791.965350 | 772.526005 | nan | nan | nan | nan | nan |
| 2459894 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.944127 | -1.668812 | 0.565113 | 1.727211 | -1.244249 | -0.578466 | 1.777771 | 0.119199 | 0.6855 | 0.6869 | 0.3751 | nan | nan |
| 2459893 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.874221 | -1.687117 | 0.780819 | 1.789419 | 0.786551 | -0.118506 | 0.182040 | 0.000721 | 0.6841 | 0.6935 | 0.3781 | nan | nan |
| 2459892 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459891 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.882522 | -1.629088 | 0.845047 | 2.103680 | 2.729388 | -0.843512 | 0.019654 | -0.128604 | 0.6722 | 0.6879 | 0.3863 | nan | nan |
| 2459890 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.997894 | -1.740942 | 1.093607 | 2.412556 | -0.986653 | -0.786348 | -0.290315 | -0.435867 | 0.6767 | 0.6862 | 0.3843 | nan | nan |
| 2459889 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -1.160084 | -1.691307 | 0.576266 | 1.886154 | 1.640096 | -0.710103 | 0.135985 | 0.323946 | 0.6846 | 0.6910 | 0.3795 | nan | nan |
| 2459888 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.972917 | -1.508991 | 1.131575 | 2.214826 | 1.160084 | -0.860319 | 0.193904 | 0.452195 | 0.7014 | 0.7107 | 0.3701 | nan | nan |
| 2459887 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | -0.796060 | -1.549931 | 1.335088 | 2.056978 | 0.182611 | -0.064588 | -0.178302 | -0.162702 | 0.6846 | 0.6924 | 0.3809 | nan | nan |
| 2459886 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.742450 | -2.008110 | 1.510080 | 1.781452 | 18.077558 | 18.113934 | 2.461282 | 2.350222 | 0.7673 | 0.7564 | 0.3137 | nan | nan |
| 2459885 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -1.168310 | -0.592792 | 5.411217 | 9.761718 | 1.427587 | -0.824458 | 1.672820 | 0.811848 | 0.7404 | 0.7354 | 0.3321 | nan | nan |
| 2459884 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459883 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459882 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.884865 | -0.455189 | 6.090749 | 10.254607 | 1.075355 | -0.753687 | 3.118611 | -0.012792 | 0.6941 | 0.6966 | 0.3658 | nan | nan |
| 2459881 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.602821 | -0.392376 | 5.960153 | 10.866362 | -0.705475 | -1.744799 | 4.142467 | 1.672863 | 0.7305 | 0.7407 | 0.3159 | nan | nan |
| 2459880 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.812643 | -0.608414 | 6.146614 | 9.295474 | 2.003099 | -0.827193 | 0.277769 | -0.293550 | 0.6863 | 0.6942 | 0.3806 | nan | nan |
| 2459879 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 218.306969 | 218.365346 | inf | inf | 4657.844253 | 4657.058829 | 13342.750544 | 13335.686745 | nan | nan | nan | nan | nan |
| 2459878 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | -0.397872 | -0.343650 | 7.893871 | 11.211096 | 5.898049 | -0.917635 | 0.842667 | 0.280184 | 0.6775 | 0.6914 | 0.3880 | nan | nan |
| 2459876 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459875 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 29.408496 | 30.394788 | 15.558007 | 16.190393 | 12.033383 | 17.508844 | 2.408531 | 6.159082 | 0.3702 | 0.3727 | 0.1684 | nan | nan |
| 2459874 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 42.184516 | 43.327402 | 8.068255 | 8.166150 | 16.608021 | 21.476125 | 3.423841 | 1.169005 | 0.3407 | 0.3446 | 0.1527 | nan | nan |
| 2459873 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 31.506149 | 31.700581 | 9.930296 | 10.985776 | 8.102550 | 9.764717 | 2.048455 | 1.222473 | 0.3508 | 0.3501 | 0.1544 | nan | nan |
| 2459872 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 28.418748 | 28.757652 | 12.853094 | 13.821896 | 15.583956 | 24.465945 | 3.122545 | 1.267076 | 0.3391 | 0.3388 | 0.1551 | nan | nan |
| 2459871 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459870 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459869 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 34.025874 | -0.151849 | 2.832113 | 2.756120 | 6.926693 | -1.331880 | 8.304915 | -0.527080 | 0.6627 | 0.7151 | 0.3659 | nan | nan |
| 2459868 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459867 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459866 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459865 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 30.727891 | 0.818958 | 2.954453 | 4.581722 | 9.674634 | -0.956650 | 39.328558 | 0.136885 | 0.6876 | 0.7093 | 0.3523 | nan | nan |
| 2459864 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 12.669146 | 0.527590 | 0.101751 | -1.241461 | 5.858067 | -0.881878 | 116.492231 | 0.298549 | 0.6882 | 0.6888 | 0.4085 | nan | nan |
| 2459863 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459862 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459861 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459860 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.055883 | -0.722930 | 0.568896 | -1.273741 | 8.037354 | -0.931854 | 18.945822 | -0.766795 | 0.7122 | 0.6928 | 0.4016 | nan | nan |
| 2459859 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459858 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.630493 | -1.171508 | -0.870243 | 0.066697 | 4.037309 | 0.942951 | 19.338133 | -0.408191 | 0.7255 | 0.7021 | 0.4072 | 3.420341 | 2.926276 |
| 2459857 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.351762 | 0.471454 | 0.019141 | 0.125139 | -1.038989 | -0.999650 | -0.012656 | 0.458970 | 0.0292 | 0.0280 | 0.0007 | nan | nan |
| 2459856 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 10.076388 | -0.147776 | 0.529628 | -1.047617 | 5.762592 | -1.041393 | 40.524521 | -0.766237 | 0.7088 | 0.7174 | 0.3952 | 3.304905 | 2.902005 |
| 2459855 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 75.539106 | 75.395130 | inf | inf | 4363.302211 | 4363.318181 | 4164.130250 | 4163.550150 | 0.0102 | 0.0127 | 0.0031 | 0.000000 | 0.000000 |
| 2459854 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 12.361240 | -0.445007 | 1.254406 | -0.177365 | 5.765577 | -0.795371 | 35.793672 | 0.337905 | 0.7091 | 0.7512 | 0.4308 | 2.918141 | 2.528610 |
| 2459853 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459852 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 8.65% | 0.00% | 1.415259 | 0.472884 | 2.342257 | 0.121906 | 2.498557 | -1.036183 | 3.528584 | -0.131467 | 0.8394 | 0.8454 | 0.2315 | 3.373233 | 3.006757 |
| 2459851 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459850 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 11.948393 | -0.135869 | 1.736475 | -0.050407 | 9.285384 | -0.748651 | 73.397652 | -0.342642 | 0.7328 | 0.7720 | 0.3419 | 3.483188 | 3.181432 |
| 2459849 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.112315 | -0.190208 | 4.098014 | 1.636021 | 7.103889 | -1.225891 | 30.042047 | -1.044205 | 0.7137 | 0.7642 | 0.3466 | 4.399492 | 3.527615 |
| 2459848 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.377303 | 0.114141 | 6.665477 | 4.055627 | 10.841126 | -1.113127 | 46.401902 | -0.511929 | 0.7015 | 0.7682 | 0.3695 | 3.453428 | 2.958108 |
| 2459847 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459846 | digital_ok | 100.00% | 25.64% | 34.19% | 0.00% | 100.00% | 0.00% | 18.099499 | 7.628266 | 0.293158 | 0.582327 | 59.837402 | 60.040709 | 45.031812 | -0.626038 | 0.8008 | 0.5421 | 0.5128 | 4.245052 | 3.547342 |
| 2459845 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 22.280276 | 0.280738 | 8.589821 | 6.642143 | 9.548395 | -0.741888 | 43.196789 | -1.071246 | 0.7234 | 0.7589 | 0.3550 | 3.615278 | 2.755432 |
| 2459844 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 9.662685 | 5.490455 | 2.558251 | 0.659101 | 0.041995 | -0.625004 | 0.146205 | 0.153514 | 0.0300 | 0.0282 | 0.0015 | nan | nan |
| 2459843 | digital_ok | 100.00% | 0.66% | 0.66% | 0.00% | 100.00% | 0.00% | 18.317617 | 2.247321 | 12.672229 | 12.002989 | 6.947274 | 4.971680 | 3.832247 | -1.895435 | 0.7140 | 0.7565 | 0.3779 | 6.539698 | 5.367101 |
| 2459842 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.236046 | -1.456551 | -2.326749 | -2.978962 | -1.128047 | -2.191598 | -0.673652 | -0.984557 | 0.7488 | 0.7178 | 0.2229 | 6.081732 | 4.609028 |
| 2459841 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 43.853461 | 37.755863 | 14.543022 | 13.187553 | 6.105422 | 9.693881 | 4.535509 | 0.397163 | 0.0293 | 0.0277 | 0.0013 | nan | nan |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 2.165860 | -1.311804 | -0.417344 | 2.165860 | 0.880841 | -0.475097 | -1.235900 | 0.830167 | -0.061157 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 6.335657 | -0.939615 | -0.498103 | 1.970710 | 1.212027 | 0.901712 | 6.335657 | 1.131944 | 1.146609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | inf | 191.883117 | 191.278813 | inf | inf | 1556.335592 | 1540.619194 | 294.025822 | 287.430008 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Power | inf | 133.805114 | 111.207095 | inf | inf | 4691.479732 | 4566.041017 | 332.904250 | 346.387259 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Power | inf | 154.055756 | 148.193841 | inf | inf | 3946.099201 | 3825.296561 | 3013.305514 | 3105.088515 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.606519 | -1.592979 | -0.598331 | 1.606519 | 0.433635 | -0.626202 | -0.344495 | 0.910388 | -0.143606 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.744490 | -1.648688 | -0.615723 | 1.744490 | 0.710022 | 0.011732 | -0.259812 | 0.241752 | -0.171114 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.922570 | -0.174977 | -1.299694 | 1.011343 | 1.922570 | -0.434850 | 0.326063 | -0.225758 | -0.280361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.798847 | -1.389578 | -0.339542 | 1.798847 | 0.953224 | -0.145530 | 0.294866 | -0.394086 | -0.206639 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 2.199205 | -1.768477 | -0.685487 | 2.100435 | 1.059820 | -1.071286 | 2.199205 | -0.045469 | -0.282331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.841303 | -0.315528 | -1.293088 | 1.334148 | 1.841303 | 1.778029 | -0.069103 | -0.000796 | -0.274081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Power | inf | 243.210684 | 243.169219 | inf | inf | 2172.825036 | 2234.193457 | 5311.001690 | 5578.342693 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 2.187148 | -0.911401 | -1.675566 | 1.012349 | 2.187148 | -0.411308 | -0.266404 | 1.195076 | 1.648942 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 4.487421 | -1.177351 | -0.576445 | 1.908764 | 1.328448 | -0.302636 | -0.398737 | 0.774618 | 4.487421 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 2.566810 | -1.141318 | -0.678282 | 1.863671 | 0.930082 | -0.251324 | 0.326325 | 0.860437 | 2.566810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.807929 | -1.211703 | -0.615828 | 1.807929 | 0.865159 | -0.108914 | -0.131778 | -0.352601 | -0.344822 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.755525 | -1.180514 | -0.569077 | 1.755525 | 0.915550 | -0.206112 | 0.585779 | -0.709608 | -0.413450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.758102 | -1.199364 | -0.534984 | 1.758102 | 0.838551 | -0.032189 | 0.608371 | 0.025653 | -0.051299 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.750845 | -0.488377 | -1.273856 | 0.923987 | 1.750845 | 1.223818 | -0.015058 | -0.128605 | -0.281285 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 2.829710 | -1.121875 | -0.493858 | 1.832248 | 1.005170 | -0.105298 | 2.829710 | -0.054047 | -0.186106 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.805597 | -1.236073 | -0.592603 | 1.805597 | 0.926636 | -0.280210 | 1.668541 | 0.252272 | -0.165598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.780237 | -1.195208 | -0.386681 | 1.780237 | 0.903758 | -0.642260 | 1.053585 | -0.043435 | -0.102939 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 2.006568 | -1.270654 | -0.513896 | 2.006568 | 0.978781 | -0.596320 | 0.153421 | 0.477350 | 0.344766 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 3.124719 | -1.329501 | -0.589788 | 1.920601 | 1.270964 | -0.344765 | 3.124719 | 0.025435 | 0.406982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 2.651935 | -0.541523 | -1.373015 | 1.314854 | 1.843077 | 2.651935 | -0.504468 | -0.042383 | -0.210218 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 5.067840 | -0.759107 | -1.417597 | 1.272931 | 1.836536 | 5.067840 | -0.504956 | -0.029340 | -0.014934 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 2.355655 | -0.693985 | -1.347146 | 1.106279 | 1.869244 | 2.355655 | -0.174602 | -0.141831 | 0.045572 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 2.317238 | -1.392291 | -0.805801 | 1.783629 | 1.076907 | -0.472850 | 2.317238 | 0.002536 | 0.304036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.892670 | -1.273111 | -0.858386 | 1.892670 | 0.828951 | -0.398488 | 1.361206 | -0.165935 | -0.004403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 5.591261 | -1.469977 | -0.773974 | 1.789936 | 1.102664 | -0.490255 | 5.591261 | -0.235391 | -0.069202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Power | inf | 224.925303 | 225.068408 | inf | inf | 5576.974809 | 5526.196934 | 791.965350 | 772.526005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 1.777771 | -1.668812 | -0.944127 | 1.727211 | 0.565113 | -0.578466 | -1.244249 | 0.119199 | 1.777771 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.789419 | -0.874221 | -1.687117 | 0.780819 | 1.789419 | 0.786551 | -0.118506 | 0.182040 | 0.000721 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Variability | 2.729388 | -0.882522 | -1.629088 | 0.845047 | 2.103680 | 2.729388 | -0.843512 | 0.019654 | -0.128604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 2.412556 | -1.740942 | -0.997894 | 2.412556 | 1.093607 | -0.786348 | -0.986653 | -0.435867 | -0.290315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 1.886154 | -1.160084 | -1.691307 | 0.576266 | 1.886154 | 1.640096 | -0.710103 | 0.135985 | 0.323946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 2.214826 | -1.508991 | -0.972917 | 2.214826 | 1.131575 | -0.860319 | 1.160084 | 0.452195 | 0.193904 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 2.056978 | -1.549931 | -0.796060 | 2.056978 | 1.335088 | -0.064588 | 0.182611 | -0.162702 | -0.178302 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Temporal Variability | 18.113934 | -1.742450 | -2.008110 | 1.510080 | 1.781452 | 18.077558 | 18.113934 | 2.461282 | 2.350222 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 9.761718 | -0.592792 | -1.168310 | 9.761718 | 5.411217 | -0.824458 | 1.427587 | 0.811848 | 1.672820 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 10.254607 | -0.455189 | -0.884865 | 10.254607 | 6.090749 | -0.753687 | 1.075355 | -0.012792 | 3.118611 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 10.866362 | -0.392376 | -0.602821 | 10.866362 | 5.960153 | -1.744799 | -0.705475 | 1.672863 | 4.142467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 9.295474 | -0.608414 | -0.812643 | 9.295474 | 6.146614 | -0.827193 | 2.003099 | -0.293550 | 0.277769 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | inf | 218.365346 | 218.306969 | inf | inf | 4657.058829 | 4657.844253 | 13335.686745 | 13342.750544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | 11.211096 | -0.343650 | -0.397872 | 11.211096 | 7.893871 | -0.917635 | 5.898049 | 0.280184 | 0.842667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | 30.394788 | 29.408496 | 30.394788 | 15.558007 | 16.190393 | 12.033383 | 17.508844 | 2.408531 | 6.159082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | 43.327402 | 42.184516 | 43.327402 | 8.068255 | 8.166150 | 16.608021 | 21.476125 | 3.423841 | 1.169005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | 31.700581 | 31.506149 | 31.700581 | 9.930296 | 10.985776 | 8.102550 | 9.764717 | 2.048455 | 1.222473 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | 28.757652 | 28.757652 | 28.418748 | 13.821896 | 12.853094 | 24.465945 | 15.583956 | 1.267076 | 3.122545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | 34.025874 | 34.025874 | -0.151849 | 2.832113 | 2.756120 | 6.926693 | -1.331880 | 8.304915 | -0.527080 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 39.328558 | 30.727891 | 0.818958 | 2.954453 | 4.581722 | 9.674634 | -0.956650 | 39.328558 | 0.136885 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 116.492231 | 0.527590 | 12.669146 | -1.241461 | 0.101751 | -0.881878 | 5.858067 | 0.298549 | 116.492231 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 18.945822 | 5.055883 | -0.722930 | 0.568896 | -1.273741 | 8.037354 | -0.931854 | 18.945822 | -0.766795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 19.338133 | -1.171508 | 3.630493 | 0.066697 | -0.870243 | 0.942951 | 4.037309 | -0.408191 | 19.338133 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | 1.351762 | 0.471454 | 1.351762 | 0.125139 | 0.019141 | -0.999650 | -1.038989 | 0.458970 | -0.012656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 40.524521 | 10.076388 | -0.147776 | 0.529628 | -1.047617 | 5.762592 | -1.041393 | 40.524521 | -0.766237 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Power | inf | 75.395130 | 75.539106 | inf | inf | 4363.318181 | 4363.302211 | 4163.550150 | 4164.130250 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 35.793672 | -0.445007 | 12.361240 | -0.177365 | 1.254406 | -0.795371 | 5.765577 | 0.337905 | 35.793672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 3.528584 | 1.415259 | 0.472884 | 2.342257 | 0.121906 | 2.498557 | -1.036183 | 3.528584 | -0.131467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 73.397652 | 11.948393 | -0.135869 | 1.736475 | -0.050407 | 9.285384 | -0.748651 | 73.397652 | -0.342642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 30.042047 | 22.112315 | -0.190208 | 4.098014 | 1.636021 | 7.103889 | -1.225891 | 30.042047 | -1.044205 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 46.401902 | 0.114141 | 19.377303 | 4.055627 | 6.665477 | -1.113127 | 10.841126 | -0.511929 | 46.401902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | nn Temporal Variability | 60.040709 | 18.099499 | 7.628266 | 0.293158 | 0.582327 | 59.837402 | 60.040709 | 45.031812 | -0.626038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Temporal Discontinuties | 43.196789 | 0.280738 | 22.280276 | 6.642143 | 8.589821 | -0.741888 | 9.548395 | -1.071246 | 43.196789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | 9.662685 | 9.662685 | 5.490455 | 2.558251 | 0.659101 | 0.041995 | -0.625004 | 0.146205 | 0.153514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | 18.317617 | 2.247321 | 18.317617 | 12.002989 | 12.672229 | 4.971680 | 6.947274 | -1.895435 | 3.832247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | 9.236046 | 9.236046 | -1.456551 | -2.326749 | -2.978962 | -1.128047 | -2.191598 | -0.673652 | -0.984557 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147 | N15 | digital_ok | ee Shape | 43.853461 | 43.853461 | 37.755863 | 14.543022 | 13.187553 | 6.105422 | 9.693881 | 4.535509 | 0.397163 |